A contract-eligibility engine that shows its work.

Leadership experienceFortune 10 healthcare distributor · Healthcare distribution

2,089/2,090classified hands-free

37send to end

Challenge: Account eligibility decisions depended on contract terms spread across documents, and every decision needed to be defensible.
Built: A classification engine that evaluated each account against contract rules and recorded the evidence behind every decision, with exceptions routed for review.
Result: 2,089 of 2,090 accounts classified hands-free in 37 seconds, each with an evidence trail.

ClassificationEvidence trailsException routing

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